CN114708702B - Multi-equipment linkage monitoring platform for household safety of old people based on decision engine - Google Patents
Multi-equipment linkage monitoring platform for household safety of old people based on decision engine Download PDFInfo
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- CN114708702B CN114708702B CN202210247346.6A CN202210247346A CN114708702B CN 114708702 B CN114708702 B CN 114708702B CN 202210247346 A CN202210247346 A CN 202210247346A CN 114708702 B CN114708702 B CN 114708702B
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 48
- 230000009471 action Effects 0.000 claims abstract description 35
- 238000001514 detection method Methods 0.000 claims abstract description 16
- 238000012545 processing Methods 0.000 claims abstract description 14
- 238000012806 monitoring device Methods 0.000 claims abstract description 8
- 238000004891 communication Methods 0.000 claims description 16
- 230000007246 mechanism Effects 0.000 claims description 10
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 9
- 239000000779 smoke Substances 0.000 claims description 8
- 230000005540 biological transmission Effects 0.000 claims description 6
- 238000007654 immersion Methods 0.000 claims description 6
- 210000000707 wrist Anatomy 0.000 claims description 3
- 239000002699 waste material Substances 0.000 abstract description 4
- 238000005259 measurement Methods 0.000 abstract description 3
- 230000006399 behavior Effects 0.000 description 19
- 241000282414 Homo sapiens Species 0.000 description 6
- 230000005856 abnormality Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000006698 induction Effects 0.000 description 2
- 238000007726 management method Methods 0.000 description 2
- 230000032683 aging Effects 0.000 description 1
- 238000000034 method Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012913 prioritisation Methods 0.000 description 1
- 230000008521 reorganization Effects 0.000 description 1
- 230000001960 triggered effect Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
- G08B21/0438—Sensor means for detecting
- G08B21/0461—Sensor means for detecting integrated or attached to an item closely associated with the person but not worn by the person, e.g. chair, walking stick, bed sensor
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
- G08B21/0438—Sensor means for detecting
- G08B21/0469—Presence detectors to detect unsafe condition, e.g. infrared sensor, microphone
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
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- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Gerontology & Geriatric Medicine (AREA)
- Business, Economics & Management (AREA)
- Emergency Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Alarm Systems (AREA)
- Emergency Alarm Devices (AREA)
Abstract
The invention discloses a platform for monitoring the home safety of old people based on multi-equipment linkage of a decision engine, and relates to the technical field of home-based care service. The invention comprises an action monitoring device, an indoor environment detection device and a positioning bracelet; the cloud server is internally provided with a redundancy check module, a behavior judgment module, a state judgment module and an alarm grading judgment module; the alarm classification judgment module judges the grades based on the first alarm signal, the second alarm signal and the third alarm signal, outputs alarms of different grades according to the priority, and ensures the safety monitoring of the old at home in real time. The invention avoids misjudgment caused by independent measurement or equipment failure in the prior art, causes false alarm, avoids useless going up and waste of labor cost caused by false information, can carry out priority processing and arrangement according to the level of dangerous behavior by grading the alarm information, and has higher efficient home-based aged detection capability and dangerous processing discovery and disposal capability.
Description
Technical Field
The invention belongs to the technical field of home care services, and particularly relates to a platform for monitoring the home security of old people based on multi-equipment linkage of a decision engine.
Background
Along with the aggravation of population aging, the problem of aged people is increasingly prominent, more and more people choose to carry out the aged people at home, in order to guarantee the safety problem of aged people at home, the prior art generally provides multiple different equipment and carries out safety monitoring to the aged people at home, and provide multiple different sets of equipment, after each set of equipment gathers data alone, judge the action of old people based on the data that gathers, if intelligent mattress is responsible for judging the old people and leaves the bed, the door magnetic inductor judges whether the old people leave the home etc. for example, the action of each equipment has no mutual check mechanism to the old people, can cause the misjudgement of old people action because of the decision deviation of single equipment data or equipment abnormality etc. causes finally to produce wrong alarm information.
Because the existing devices do not have a mutual checking mechanism, under the condition that related devices are out of order, the failure of the devices cannot be intelligently judged, error alarm information can be generated, and operators can arrange caregivers to go to the gate for processing according to the error alarm information, so that the waste of human resources and complaints of clients are caused.
The existing open source framework url bottom layer is based on a rete algorithm, a rule execution strategy returns as soon as hit, namely the influence factor of each rule judgment is 1, and once the rule judgment is wrong, a result which is inconsistent with the old people's behavior is output. The prior art does not prioritize the behaviors of the elderly, single equipment outputs whether alarms or not through respective rules, an alarm prioritization mechanism is not provided, and operators cannot register and arrange personnel to prioritize according to dangerous behaviors.
Disclosure of Invention
The invention provides a platform for monitoring the home safety of the old based on multi-equipment linkage of a decision engine, which solves the problems.
In order to solve the technical problems, the invention is realized by the following technical scheme:
the invention discloses a platform for monitoring the home safety of old people based on multi-equipment linkage of a decision engine, which comprises action monitoring equipment, indoor environment detection equipment and a positioning bracelet, wherein the action monitoring equipment is arranged indoors and used for monitoring the instantaneous action of the old people on household products, the indoor environment detection equipment is arranged indoors and used for monitoring the indoor environment in real time, and the positioning bracelet is worn on the wrist of the old people;
the action monitoring equipment and the indoor environment detection equipment are connected with the wireless data receiving module through the wireless data transmission module, and the wireless data receiving module is connected with the first wireless communication module; the positioning bracelet is internally provided with a positioning module and a second wireless communication module, and the first wireless communication module and the second wireless communication module are respectively connected with the cloud server; the cloud server is also in communication connection with a platform emergency responder terminal and a family emergency contact terminal;
the cloud server is internally provided with a redundancy check module, a behavior judgment module, a state judgment module and an alarm grading judgment module; the redundancy check module is used for performing redundancy signal check on the action signal generated by the action monitoring equipment and the positioning signal generated by the positioning bracelet, and the behavior judgment module is used for performing behavior judgment on the action signal obtained after the redundancy check and judging whether to trigger the first alarm signal; the indoor environment monitoring device acquires indoor environment data in real time, transmits the indoor environment data to the state judging module to judge the state of the indoor environment, and judges whether to trigger a second alarm signal; the positioning bracelet acquires the position data of the old in real time, compares the position data with the safety threshold range which is actually defined, and judges whether to trigger a third alarm signal; the alarm classification judgment module judges the level based on the first alarm signal, the second alarm signal and the third alarm signal, outputs alarms of different levels according to the priority, and ensures the safety monitoring of the old at home in real time.
Further, the action monitoring equipment is provided with a plurality of, including setting up intelligent mattress on old man's indoor bed, setting up intelligent toilet pad on the toilet bowl, setting up the door magnetic inductor on the exit gate.
Further, the indoor environment detection device is provided with a plurality of smoke detectors arranged on indoor walls and water immersion detectors arranged on indoor ground.
Further, the action monitoring device combines according to different types and numbers to realize redundancy check together with the positioning bracelet.
Further, the first alarm signal, the second alarm signal and the third alarm signal output alarm classification results by adopting a digital rating alarm classification mechanism.
Further, the digital rating adopts an open source rule engine after optimizing a bottom layer rete algorithm, and sequentially checks the action monitoring equipment and the positioning bracelet, and outputs a final result according to all executed rules;
the specific formula is as follows:
wherein Res-decision result, total number of n-devices, alpha-influencing factor, T-devices.
Further, processing at different levels according to the output alarm classification result:
and (3) primary alarm: the platform rapidly arranges the nearby caregivers to go to the gate;
and (3) secondary alarm: sending alarm information to a background management system, and processing by operators;
and (3) three-level alarm: the alarm information pushes the emergency contact of the old and closely pays attention to the dynamic state of the old.
Compared with the prior art, the invention has the following beneficial effects:
according to the invention, by setting the action monitoring equipment, the indoor environment monitoring equipment and the worn positioning bracelet indoors and summarizing and judging real-time data into the cloud server, whether the behavior of the old belongs to safety or not is determined, the introduced redundancy judging mechanism can detect abnormality or faults caused by the equipment, so that the equipment can be mutually checked, erroneous alarms caused by independent measurement or misjudgment caused by equipment faults in the prior art are avoided, useless going up to the door and waste of labor cost caused by error information are avoided, priority processing and arrangement can be carried out according to the grade of dangerous behavior by grading the alarm information, and the home-based old-care detection capability and the dangerous processing discovery and disposal capability are higher.
Of course, it is not necessary for any one product to practice the invention to achieve all of the advantages set forth above at the same time.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a system architecture diagram of a platform for monitoring the home security of the elderly based on multi-device linkage of a decision engine in accordance with an embodiment 1 of the present invention;
FIG. 2 is a system architecture diagram of the cloud end server of FIG. 1;
FIG. 3 is a flowchart showing steps for performing actual alerting and outputting alerting data in a hierarchical manner in accordance with embodiment 1;
FIG. 4 is a flow chart of the door sensor and locating bracelet judgment based on the steps of the flow chart of FIG. 3;
FIG. 5 is a flow chart of the conventional door sensor and positioning bracelet judgment.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1-4, the platform for monitoring the home safety of the old based on the multi-equipment linkage of the decision engine comprises an action monitoring device, an indoor environment detection device and a positioning bracelet, wherein the action monitoring device is arranged indoors and used for monitoring the instantaneous action of the old, the indoor environment detection device is arranged indoors and used for monitoring the indoor environment in real time, and the positioning bracelet is worn on the wrist of the old;
the action monitoring equipment and the indoor environment detection equipment are connected with the wireless data receiving module through the wireless data transmission module, and the wireless data receiving module is connected with the first wireless communication module; the positioning bracelet is internally provided with a positioning module and a second wireless communication module, and the first wireless communication module and the second wireless communication module are respectively connected with the cloud server; the cloud server is also in communication connection with the platform emergency responder terminal and the family emergency contact terminal; in the specific embodiment, the action monitoring equipment is provided with a plurality of pieces of action monitoring equipment, and specifically comprises an intelligent mattress arranged on an indoor bed of the old, an intelligent toilet pad arranged on a toilet, and a door magnetic sensor arranged on an access gate; the indoor environment detection equipment is provided with a plurality of smoke detectors which are arranged on indoor walls, and water immersion detectors which are arranged on indoor ground; the intelligent mattress can judge whether the solitary old man leaves the bed or not, and is realized through the pressure sensor and the wireless data transmission module; the intelligent toilet pad can monitor whether the old people have a toilet normally or not, and is realized through the pressure sensor and the wireless data transmission module; the smoke detector is particularly used for detecting whether indoor combustible gas and smoke exist or not; the water immersion detector is used for detecting indoor water immersion conditions and judging whether smoke and water stain risks exist or not; the door magnetic sensor is used for judging whether the elderly living alone leave home or not, and monitoring is carried out in a door magnetic induction and wireless data transmission module mode; the positioning bracelet acquires the position information of the old people in home in real time through the built-in positioning module and transmits the position information to the cloud server through the second wireless communication module for analysis and processing, and the positioning module in the embodiment is preferably an RTK positioning module with the precision of centimeter level; judging whether the solitary old man leaves home or not through the door magnetic sensor, and positioning the bracelet to determine the real-time accurate position of the old man;
the cloud server is internally provided with a redundancy check module, a behavior judgment module, a state judgment module and an alarm grading judgment module; the redundancy check module is used for performing redundancy signal check on the action signal generated by the action monitoring equipment and the positioning signal generated by the positioning bracelet, and the behavior judgment module is used for performing behavior judgment on the action signal obtained after the redundancy check and judging whether the first alarm signal is triggered or not; the indoor environment monitoring device acquires indoor environment data in real time, transmits the indoor environment data to the state judging module to judge the state of the indoor environment, and judges whether to trigger a second alarm signal; the positioning bracelet acquires the position data of the old in real time, compares the position data with the safety threshold range which is actually defined, and judges whether to trigger a third alarm signal; the alarm classification judgment module judges the grades based on the first alarm signal, the second alarm signal and the third alarm signal, outputs alarms of different grades according to the priority, and ensures the safety monitoring of the old at home in real time.
The motion monitoring equipment combines according to different types and numbers to realize redundancy check together with the positioning bracelet.
In this embodiment, the motion monitoring device and the indoor environment detection device are divided into different groups, specifically, in this embodiment, the intelligent mattress, the intelligent toilet pad, the door magnetic sensor and the positioning bracelet are combined into one group, and the smoke detector and the water immersion detector are respectively combined into one group, as shown in fig. 3, the acquisition result under the reorganization and the behavior state of the old are shown in the following table 1:
| intelligent mattress | Intelligent toilet seat pad | Door magnetic inductor | Positioning bracelet | Senior citizen behavior | Device status | |
| 1 | Person | Unmanned aerial vehicle | Unopened door | X | Sleeping in sleep | OK |
| 2 | Unmanned aerial vehicle | Person | Unopened door | X | Toilet in water | OK |
| 3 | Unmanned aerial vehicle | Unmanned aerial vehicle | Door is opened | Acquisition positioning | Go out | OK |
| 4 | Person | Unmanned aerial vehicle | Door is opened | Acquisition positioning | Go out | Mattress failure |
| 5 | Unmanned aerial vehicle | Person | Door is opened | Acquisition positioning | Go out | Toilet failure |
Table 1: equipment acquisition result, old man behavior and equipment state table
As shown in the table, according to the scheme, the behavior and the equipment state of the old can be intelligently judged, the table is only used as a specific embodiment, and when the number of linked equipment in the platform is more, the mechanism of redundancy check is more perfect, and the judgment on the behavior and the state of the old is more accurate.
The existing judgment on the alarm is shown in fig. 5, specifically, based on an unmodified open source rule engine url, when the door magnetic induction is false, the result is directly output, the positioning function of the positioning bracelet is not checked, and the rate algorithm of the bottom layer is optimized by the technical scheme.
The first alarm signal, the second alarm signal and the third alarm signal adopt a digital rating alarm grading mechanism to output an alarm grading result. The digital rating adopts an open source rule engine after optimizing a bottom layer rete algorithm, and sequentially checks the action monitoring equipment and the positioning bracelet, and outputs a final result according to all executed rules, so that the output result is more accurate;
the specific formula is as follows:
wherein Res-decision result, total number of n-devices, alpha-influencing factor, T-devices.
According to the scheme, an alarm grading mechanism is adopted, and according to the alarm results of the group 1, the group 2 and the group 3 respectively and the priorities, alarms of different levels are output, so that the home safety of the old is ensured in 7 x 24 hours, and the corresponding priorities defined in the embodiment are shown in the following table 2:
| apparatus and method for controlling the operation of a device | Priority level |
| Group 1 (senior citizen behavior monitoring) | 2 |
| Group 2 (Water logging detector) | 6 |
| Group 3 (Smoke detector) | 10 |
Table 2: priority condition table corresponding to equipment group alarms defined in this embodiment
In the specific embodiment, the priority is greater than or equal to 8, the output is a primary alarm, the priority is greater than or equal to 5, the output is a secondary alarm, the priority is greater than or equal to 1, and the output is a tertiary alarm;
wherein, processing of different grades is carried out according to the output alarm grading result:
and (3) primary alarm: the platform rapidly arranges the nearby caregivers to go to the gate;
and (3) secondary alarm: sending alarm information to a background management system, and processing by operators;
and (3) three-level alarm: the alarm information pushes the emergency contact of the old and closely pays attention to the dynamic state of the old.
The beneficial effects are that:
according to the invention, by setting the action monitoring equipment, the indoor environment monitoring equipment and the worn positioning bracelet indoors and summarizing and judging real-time data into the cloud server, whether the behavior of the old belongs to safety or not is determined, the introduced redundancy judging mechanism can detect abnormality or faults caused by the equipment, so that the equipment can be mutually checked, erroneous alarms caused by independent measurement or misjudgment caused by equipment faults in the prior art are avoided, useless going up to the door and waste of labor cost caused by error information are avoided, priority processing and arrangement can be carried out according to the grade of dangerous behavior by grading the alarm information, and the home-based old-care detection capability and the dangerous processing discovery and disposal capability are higher.
The preferred embodiments of the invention disclosed above are intended only to assist in the explanation of the invention. The preferred embodiments are not exhaustive or to limit the invention to the precise form disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best understand and utilize the invention. The invention is limited only by the claims and the full scope and equivalents thereof.
Claims (6)
1. The utility model provides a platform based on many equipment linkage of decision engine control old man safety at home, including being located the indoor action supervisory equipment that is used for carrying out real time monitoring to old man's instantaneous action that sets up on household product, set up in indoor environment detection equipment that is used for carrying out real time monitoring to indoor environment and dress in the location bracelet of old man's wrist, its characterized in that:
the action monitoring equipment and the indoor environment detection equipment are connected with the wireless data receiving module through the wireless data transmission module, and the wireless data receiving module is connected with the first wireless communication module; the positioning bracelet is internally provided with a positioning module and a second wireless communication module, and the first wireless communication module and the second wireless communication module are respectively connected with the cloud server; the cloud server is also in communication connection with a platform emergency responder terminal and a family emergency contact terminal;
the cloud server is internally provided with a redundancy check module, a behavior judgment module, a state judgment module and an alarm grading judgment module; the redundancy check module is used for performing redundancy signal check on the action signal generated by the action monitoring equipment and the positioning signal generated by the positioning bracelet, and the behavior judgment module is used for performing behavior judgment on the action signal obtained after the redundancy check and judging whether to trigger the first alarm signal; the indoor environment monitoring device acquires indoor environment data in real time, transmits the indoor environment data to the state judging module to judge the state of the indoor environment, and judges whether to trigger a second alarm signal; the positioning bracelet acquires the position data of the old in real time, compares the position data with the safety threshold range which is actually defined, and judges whether to trigger a third alarm signal; the alarm classification judging module judges the level based on the first alarm signal, the second alarm signal and the third alarm signal, outputs alarms of different levels according to the priority, and ensures the safety monitoring of the old at home in real time;
the motion monitoring equipment combines according to different types and numbers to realize redundancy check together with the positioning bracelet.
2. The platform for monitoring the home safety of the aged based on multi-equipment linkage of a decision engine according to claim 1, wherein a plurality of action monitoring equipment are arranged, and the action monitoring equipment comprises an intelligent mattress arranged on an indoor bed of the aged, an intelligent toilet pad arranged on a toilet bowl and a door magnetic sensor arranged on an entrance gate.
3. The platform for monitoring the home safety of the elderly based on multi-equipment linkage of a decision engine according to claim 1, wherein a plurality of indoor environment detection equipment are arranged, and the platform comprises smoke detectors arranged on indoor walls and water immersion detectors arranged on indoor ground.
4. The platform for monitoring the home security of the elderly based on the multi-device linkage of the decision engine according to claim 1, wherein the first alarm signal, the second alarm signal and the third alarm signal output alarm classification results by adopting a digital rating alarm classification mechanism.
5. The platform for monitoring the home safety of the old based on multi-equipment linkage of decision engines according to claim 1, wherein the digital rating adopts an open source rule engine after optimizing a bottom layer rete algorithm, the action monitoring equipment and the positioning bracelet are checked in sequence, and a final result is output according to all executed rules;
the specific formula is as follows:
wherein Res-decision result, total number of n-devices, alpha-influencing factor, T-devices.
6. The platform for monitoring the home security of the elderly based on the multi-device linkage of the decision engine according to claim 4, wherein the processing of different levels is performed according to the output alarm classification result:
and (3) primary alarm: the platform rapidly arranges the nearby caregivers to go to the gate;
and (3) secondary alarm: sending alarm information to a background management system, and processing by operators;
and (3) three-level alarm: the alarm information pushes the emergency contact of the old and closely pays attention to the dynamic state of the old.
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| CN116013031A (en) * | 2023-02-10 | 2023-04-25 | 福寿康智慧(上海)医疗养老服务有限公司 | A Smart Nursing System Serving the Elderly |
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